/Single-Image-Depth-Estimation

Implementation of Algorithms for estimating the defocus map from a single defocused image source using image processing techniques and mathematical modelling.

Primary LanguageJupyter NotebookMIT LicenseMIT

Single-Image-Depth-Estimation

Implementation of Algorithms for estimating the defocus map from a single defocused image source using image processing techniques and mathematical modelling done as team course project for the course Digital Image Processing. Uses algorithms presented in papers :-

  1. Defocus map estimation from a single image via spectrum contrast
  2. Defocus map estimation from a single image
  3. A closed form solution to natural image matting

Team

  • Kyrylo Shyvam Kumar
  • Anushka Agrawal
  • Vinkesh Bansal
  • Tejas Srivastava